{"id":"W4323353025","doi":"10.1093/jcag/gwac036.117","title":"A117 VALIDITY EVIDENCE FOR ENDOSCOPIC RETROGRADE CHOLANGIOPANCREATOGRAPHY COMPETENCY ASSESSMENT TOOLS: A SYSTEMATIC REVIEW","year":2023,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Calgary; University of Toronto; University Health Network; Queen's University; McMaster University; Western University","funders":"","keywords":"Observational study; Competence (human resources); Accreditation; Medical education; Graduate medical education; Documentation; Content validity; Endoscopic retrograde cholangiopancreatography; Psychology; Medicine; Medical physics; Psychometrics; Computer science; Clinical psychology; Surgery; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07153683,0.00238348,0.0125119,0.02795452,0.001844868,0.007774005,0.004178865,0.004047022,0.006682797],"category_scores_gemma":[0.3454621,0.002161247,0.01730658,0.01964546,0.004791348,0.00747118,0.005154351,0.00252459,0.000510564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01268533,"about_ca_system_score_gemma":0.02756125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009756086,"about_ca_topic_score_gemma":0.02069523,"domain_scores_codex":[0.908549,0.03323655,0.03471645,0.005430136,0.01674451,0.001323356],"domain_scores_gemma":[0.5816486,0.3274001,0.05830856,0.005485405,0.02554849,0.001608851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000235577,0.00002428172,0.003459389,0.9518617,0.01826397,0.00007844142,0.0003260916,0.00009709769,0.0000869138,0.0005564328,0.0007283064,0.02428169],"study_design_scores_gemma":[0.0002563373,0.0001128838,0.005065941,0.925748,0.06289013,0.0001967741,0.0003671692,0.0001445623,0.0001380208,0.0006388495,0.004400121,0.00004117002],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004009439,0.9887933,0.001244842,0.001288046,0.0003109621,0.002174768,0.00114357,0.00002725958,0.001007714],"genre_scores_gemma":[0.1618982,0.817485,0.007730154,0.002861565,0.0003283707,0.007904053,0.001485297,0.00004669158,0.0002606866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07153683,"threshold_uncertainty_score":0.3783274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259105150507447,"score_gpt":0.382839424616872,"score_spread":0.2569289095661272,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}